Acquisition-invariant brain MRI segmentation with informative
uncertainties

Acquisition-invariant brain MRI segmentation with informative uncertainties

7 November 2021

Thomas Varsavsky

Kerstin Kläser

Sebastien Ourselin

M. Jorge Cardoso

Papers citing "Acquisition-invariant brain MRI segmentation with informative uncertainties"

6 / 6 papers shown

Title
Unified 3D MRI Representations via Sequence-Invariant Contrastive Learning Liam Chalcroft Jenny Crinion Cathy J. Price John Ashburner 393 0 0 21 Jan 2025
Hierarchical brain parcellation with uncertainty M. Graham Carole H. Sudre Thomas Varsavsky Petru-Daniel Tudosiu P. Nachev Sebastien Ourselin M. Jorge Cardoso UQCV 32 6 0 16 Sep 2020
TorchIO: A Python library for efficient loading, preprocessing, augmentation and patch-based sampling of medical images in deep learning Fernando Pérez-García Rachel Sparks Sébastien Ourselin MedIm LM&MA 213 434 0 09 Mar 2020
A Learning Strategy for Contrast-agnostic MRI Segmentation Benjamin Billot Douglas N. Greve Koen van Leemput Bruce Fischl Juan Eugenio Iglesias Adrian Dalca 55 77 0 04 Mar 2020
No New-Net Fabian Isensee Philipp Kickingereder Wolfgang Wick Martin Bendszus Klaus H. Maier-Hein SSeg 85 400 0 27 Sep 2018
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? Alex Kendall Y. Gal BDL OOD UD UQCV PER 352 4,704 0 15 Mar 2017